This authentic-time model analyzes the signal from just one-guide ECG sensor to classify beats and detect irregular heartbeats ('AFIB arrhythmia'). The model is intended in order to detect other types of anomalies which include atrial flutter, and may be continually extended and enhanced.Added jobs may be very easily added into the SleepKit framewo